16 July 2018

• Marco Guerra. Graphlet Counting for Topological Data Analysis. Rel. Francesco Vaccarino. Politecnico di Torino, Master of science program in Mathematical Engineering, 2018
  

  

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19 December 2018

• Carla Federica Melia. Topological Data Analysis and Persistent Homology. Rel. Francesco Vaccarino. Politecnico di Torino, Master of science program in Mathematical Engineering, 2018
  

  

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28 March 2019

• Simone Scarsi. Machine Learning methods for root cause analysis in Industry 4.0. Rel. Francesco Vaccarino. Politecnico di Torino, Master of science program in Mathematical Engineering, 2019
  

  

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15 July 2019

• Lorenzo Perini. Predictive Maintenance for off-road vehicles based on Hidden Markov Models and Autoencoders for trend Anomaly Detection. Rel. Francesco Vaccarino, Luca Cagliero. Politecnico di Torino, Master of science program in Mathematical Engineering, 2019
  

  

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• Giulia Rocca. Predictive methods for calculating the non-life insurance premium. Rel. Francesco Vaccarino, Paolo Brandimarte. Politecnico di Torino, Master of science program in Mathematical Engineering, 2019
  

  

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2 December 2019

• Debora Cravero. Apples recognition on trees with neural networks. Rel. Francesco Vaccarino. Politecnico di Torino, Master of science program in Mathematical Engineering, 2019
  

  

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• Simone Luetto. People counting using detection networks and self calibrating cameras on edge computing. Rel. Francesco Vaccarino. Politecnico di Torino, Master of science program in Mathematical Engineering, 2019
  

  

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6 October 2020

• Silvia Buccafusco. Profile heavy duty vehicle usage based on CAN bus data mining. Rel. Francesco Vaccarino, Luca Cagliero. Politecnico di Torino, Master of science program in Mathematical Engineering, 2020
  

  

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• Valeria Encin. Quantum Machine Learning: continuous-variable approach with application to Neural Networks. Rel. Francesco Vaccarino, Emanuele Gallo. Politecnico di Torino, Master of science program in Mathematical Engineering, 2020
  

  

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• Francesca Nuzzo. Sanity Checks for Explanations of Deep Neural Networks Predictions. Rel. Francesco Vaccarino, Antonio Mastropietro. Politecnico di Torino, Master of science program in Mathematical Engineering, 2020
  

  

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30 November 2020

• Andrea Megaro. Multivariate time-series clustering for vehicle usage states identification. Rel. Francesco Vaccarino, Roberto Notari, Luca Cagliero. Politecnico di Torino, Master of science program in Mathematical Engineering, 2020
  

  

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19 March 2021

• Andrea Gardetto. Ricerca di anomalie su sistemi ingegneristici attraverso metodi di intelligenza artificiale = Artificial Intelligence based anomaly detection on engineered systems. Rel. Francesco Vaccarino, Alessandro De Gregorio, Antonio Mastropietro. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• Ilaria Scagno. Topological informed optimization of car-sharing resources allocation. Rel. Francesco Vaccarino, Luca Vassio, Alessandro De Gregorio, Alessandro Ciociola. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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27 July 2021

• Alberto Riva. A Machine learning approach to anomaly detection on derivative pricing. Rel. Francesco Vaccarino, Luca Cagliero. Politecnico di Torino, Master of science program in Computer Engineering, 2021
  

  

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26 October 2021

• Marina D'Amato. Computational neuroscience between machine learning and topology. Rel. Francesco Vaccarino, Robert Leech, Marco Guerra. Politecnico di Torino, Master of science program in Data Science And Engineering, 2021
  

  

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• Ruggiero Francavilla. An autoencoder-based clustering strategy for usage pattern detection on heavy duty’s vehicles’ CAN bus data. Rel. Francesco Vaccarino, Luca Cagliero, Silvia Buccafusco. Politecnico di Torino, Master of science program in Data Science And Engineering, 2021
  

  

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1 December 2021

• Francesco Saracco. Fault detection and explanation applied to engine control unit data = Fault detection and explanation applied to engine control unit data. Rel. Francesco Vaccarino. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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17 December 2021

• Raluca Gabriela Tabacaru. Active monitoring of CAN Bus data quality. Rel. Luca Cagliero, Francesco Vaccarino, Luca Vassio. Politecnico di Torino, Master of science program in Computer Engineering, 2021
  

  

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• Matteo Villosio. Data-driven Analysis of Interactions and Popularity Increase in Online Social Networks. Rel. Luca Vassio, Martino Trevisan, Francesco Vaccarino. Politecnico di Torino, Master of science program in Data Science And Engineering, 2021
  

  

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• Matteo Latino. Self-supervised contrastive learning with hard positive mining for online action detection. Rel. Francesco Vaccarino. Politecnico di Torino, Master of science program in Data Science And Engineering, 2021
  

  

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15 March 2022

• Federico Gambassi. Offline reinforcement learning for hybrid vehicles energy consumption optimization. Rel. Francesco Vaccarino, Luca Sorrentino, Rosalia Tatano. Politecnico di Torino, Master of science program in Mathematical Engineering, 2022
  

  

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13 April 2022

• Andrea Arcidiacono. Efficent Transformer attentions in time series forecasting. Rel. Francesco Vaccarino, Rosalia Tatano. Politecnico di Torino, Master of science program in Data Science And Engineering, 2022
  

  

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• Filippo Cortese. Offline Reinforcement Learning for Smart HVAC Optimal Control. Rel. Francesco Vaccarino, Luca Sorrentino. Politecnico di Torino, Master of science program in Data Science And Engineering, 2022
  

  

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• Matteo Bunino. Reinforcement Learning per l'Analisi Dinamica di Malware Evasivo = Reinforcement Learning-aided Dynamic Analysis of Evasive Malware. Rel. Francesco Vaccarino. Politecnico di Torino, Master of science program in Data Science And Engineering, 2022
  

  

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29 July 2022

• Nicola Braile. Analisi multivariata di serie temporali mediante contrastive learning = Multivariate time series analysis based on contrastive learning. Rel. Luca Cagliero, Francesco Vaccarino. Politecnico di Torino, Master of science program in Computer Engineering, 2022
  

  

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• Marianna Del Corso. Anomaly detection mediante Contrastive Learning: applicazioni su dati veicolari =  Anomaly detection based on contrastive learning: application to vehicle usage data. Rel. Francesco Vaccarino, Luca Cagliero. Politecnico di Torino, Master of science program in Computer Engineering, 2022
  

  

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• Mauro Bellinazzi. Forecast of the financial risk using time series analysis. Rel. Francesco Vaccarino, Luca Cagliero. Politecnico di Torino, Master of science program in Computer Engineering, 2022
  

  

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4 October 2022

• Marco Nurisso. Analytical characterization of the simplicial Kuramoto model. Rel. Francesco Vaccarino, Giovanni Petri. Politecnico di Torino, Master of science program in Mathematical Engineering, 2022
  

  

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• Rocco Elia. TOPOLOGICAL DATA ANALYSIS AND FREQUENT ITEMSETS MINING: POTENTIAL SYNERGIES AND CURRENT CHALLENGES. Rel. Francesco Vaccarino, Luca Cagliero. Politecnico di Torino, Master of science program in Mathematical Engineering, 2022
  

  

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3 October 2023

• Emanuele Pinna. Study of Shapley value-based explainability in machine learning. Rel. Francesco Vaccarino, Antonio Mastropietro. Politecnico di Torino, Master of science program in Mathematical Engineering, 2023
  

  

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15 December 2023

• Amri Myftija. Anomaly detection from vehicle data. Rel. Luca Cagliero, Francesco Vaccarino. Politecnico di Torino, Master of science program in Data Science And Engineering, 2023
  
• Jiahao Zhang. Anomaly detection on vehicle data: models and explainability. Rel. Luca Cagliero, Francesco Vaccarino. Politecnico di Torino, Master of science program in Data Science And Engineering, 2023
  
• Faezeh Kazemihatami. Outlier detection from CAN bus signals transmitted by industrial vehicles. Rel. Francesco Vaccarino, Luca Cagliero. Politecnico di Torino, Master of science program in Data Science And Engineering, 2023
  

20 March 2024

• Giulio Nenna. Anomaly Detection in Multivariate Time Series using Graph Convolutional Networks. Rel. Francesco Vaccarino. Politecnico di Torino, Master of science program in Mathematical Engineering, 2024
  

  

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25 November 2024

• Giovanni Barbarani. Computational Algebraic Topology in Computer Vision. Rel. Francesco Vaccarino, Carlo Masone. Politecnico di Torino, Master of science program in Mathematical Engineering, 2024
  

  

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25 July 2025

• Abdollah Foroutan. Artificial Intelligence Techniques in Predictive and Proactive Analysis for Vehicles. Rel. Francesco Vaccarino, Luca Cagliero. Politecnico di Torino, Master of science program in Data Science And Engineering, 2025

26 November 2025

• Matilde Pattarino. Approcci statistici per la modellizzazione e previsione della concentrazione di ossigeno disciolto nella SmartBay di Santa Teresa = Statistical methods for modelling and forecasting dissolved oxygen concentration in the Santa Teresa SmartBay. Rel. Gianluca Mastrantonio, Francesco Vaccarino. Politecnico di Torino, Master of science program in Mathematical Engineering, 2025
  

  

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• Luca Panichi. Diffusion models for synthetic generation of tabular data: a case study. Rel. Francesco Vaccarino. Politecnico di Torino, Master of science program in Mathematical Engineering, 2025
  

  

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12 December 2025

• Andrea Panuccio. Bridging Ananke with Pomegranate for Surrogate Experiments. Rel. Francesco Vaccarino. Politecnico di Torino, Master of science program in Computer Engineering, 2025
  

  

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20 March 2026

• Sara Bonino. Procedura Automatizzata per la Validazione di Sistemi RAG = Automated Pipeline for the Validation of RAG Systems. Rel. Francesco Vaccarino, Alice Ruffato. Politecnico di Torino, Master of science program in Mathematical Engineering, 2026